Triple

T23348647
Position Surface form Disambiguated ID Type / Status
Subject Bakweri E591940 entity
Predicate linguisticArea P17400 FINISHED
Object Cameroonian Littoral Bantu zone
The Cameroonian Littoral Bantu zone is a linguistic region along Cameroon’s coastal and adjacent inland areas characterized by a cluster of closely related Bantu languages.
E1582041 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Cameroonian Littoral Bantu zone | Statement: [Bakweri, linguisticArea, Cameroonian Littoral Bantu zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cameroonian Littoral Bantu zone
Context triple: [Bakweri, linguisticArea, Cameroonian Littoral Bantu zone]
  • A. Sahelian zone of Cameroon
    The Sahelian zone of Cameroon is the country’s semi-arid northern belt characterized by sparse vegetation, seasonal rainfall, and a transition between the Sahara Desert and the more humid savannas to the south.
  • B. Southern Cameroon
    Southern Cameroon is a region in the southern part of Cameroon known for its diverse ethnic groups, including Beti-speaking communities, and its mix of forested landscapes and growing urban centers.
  • C. West Region (Cameroon)
    West Region (Cameroon) is a predominantly highland administrative region in western Cameroon known for its densely populated Bamileke chiefdoms, rich agricultural production, and vibrant cultural traditions.
  • D. Central Region of Cameroon
    The Central Region of Cameroon is an administrative area in the heart of the country that includes the capital city Yaoundé and is home to the Ewondo people, among others.
  • E. Guineo-Congolian region
    The Guineo-Congolian region is a major tropical African biogeographical zone characterized by extensive rainforests and high biodiversity stretching across western and central Africa.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cameroonian Littoral Bantu zone
Triple: [Bakweri, linguisticArea, Cameroonian Littoral Bantu zone]
Generated description
The Cameroonian Littoral Bantu zone is a linguistic region along Cameroon’s coastal and adjacent inland areas characterized by a cluster of closely related Bantu languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cameroonian Littoral Bantu zone
Target entity description: The Cameroonian Littoral Bantu zone is a linguistic region along Cameroon’s coastal and adjacent inland areas characterized by a cluster of closely related Bantu languages.
  • A. Sahelian zone of Cameroon
    The Sahelian zone of Cameroon is the country’s semi-arid northern belt characterized by sparse vegetation, seasonal rainfall, and a transition between the Sahara Desert and the more humid savannas to the south.
  • B. Southern Cameroon
    Southern Cameroon is a region in the southern part of Cameroon known for its diverse ethnic groups, including Beti-speaking communities, and its mix of forested landscapes and growing urban centers.
  • C. West Region (Cameroon)
    West Region (Cameroon) is a predominantly highland administrative region in western Cameroon known for its densely populated Bamileke chiefdoms, rich agricultural production, and vibrant cultural traditions.
  • D. Central Region of Cameroon
    The Central Region of Cameroon is an administrative area in the heart of the country that includes the capital city Yaoundé and is home to the Ewondo people, among others.
  • E. Guineo-Congolian region
    The Guineo-Congolian region is a major tropical African biogeographical zone characterized by extensive rainforests and high biodiversity stretching across western and central Africa.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e25d20e3d08190bcede87673cafb25 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f199cb2a3c8190a5c0c8d8735256c7 completed April 29, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cba927481908194b998075d522d completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c52f9ecc48190a8d5ae67566ea6ed completed May 19, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_6a0c536bb21481908524a8ffe3084ebb completed May 19, 2026, 12:11 p.m.
Created at: April 17, 2026, 5:19 p.m.